Three of fourteen models named Calendly first on the direct prompt; two named GoodTime. Both were named by all fourteen models and Calendly carries 55 labels and GoodTime 49, so the shares are not directly comparable.
Named in seven categories this edition.
Named in one category this edition.
Share is the count of first choices across the direct, paraphrase, budget and scale prompts over all fourteen models, for a mid-market B2B company; rank is within the category; every quote names the model and the prompt it came from. Both figures come from the interview scheduling page.
Across every category in the October 2026 Edition, Calendly and GoodTime were named in the same answer 120 times, of the 249 answers naming Calendly and the 155 naming GoodTime. In those answers GoodTime took the first choice forty-six times and Calendly thirty-four.
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | ||||||
| GPT-5.4 mini | ||||||
| Gemini 3.5 Flash | ||||||
| Perplexity Sonar | ||||||
| Grok 4.1 Fast | ||||||
| Mistral Small | ||||||
| DeepSeek V4 Flash | ||||||
| Llama 4 Maverick | ||||||
| Qwen 3.7 Flash | ||||||
| Kimi K2 | ||||||
| GLM 4.7 FlashX | ||||||
| MiniMax M2.5 | ||||||
| GPT-6 Luna | ||||||
| Muse Glimmer 30B |
Bold names in an answer are the products the judge labeled a first choice; a model naming several gives each of them that label. The full answer text for every row is in the record.
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Five of six in this category shown.
“Avoid using general-purpose tools (like Doodle or basic free tiers of Calendly) for serious hiring workflows” DeepSeek V4 Flash · negative prompt · hard negative
“Calendly (Specifically for large Enterprise/Tech sectors): ... it is notably banned by Amazon for employee use. This is due to concerns over data leakage” Qwen 3.7 Flash · negative prompt · soft negative
“Calendly - Very popular and widely used. Has a free tier for basic use... For very small teams (1-5 people): Calendly's free plan or BizBot's free tier should suffice” MiniMax M2.5 · budget prompt · first choice
“Most companies with limited budgets start with Calendly's free plan and upgrade only when they need team scheduling features” Kimi K2 · budget prompt · first choice
“1. Calendly - Best for: Sales teams, recruiters, consultants, and anyone needing to schedule 1:1 or team meetings.” Mistral Small · comparative prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of eight in this category shown.
“What to avoid if on a tight budget: Enterprise-level tools like GoodTime or ModernLoop” DeepSeek V4 Flash · budget prompt · hard negative
“Users report technical issues, including frequent crashes, missing time slots, and incorrect calendar availability display.” GLM 4.7 FlashX · negative prompt · soft negative
“Caveat: It has a steeper price tag (often starting around $15,000 to $40,000/year) and a longer implementation curve” Gemini 3.5 Flash · paraphrase prompt · soft negative
“look toward standalone partners like Goodtime or Gem as they are designed specifically for the volume and complexity typical of 500-person companies” Qwen 3.7 Flash · scale prompt · first choice
“Platforms like candidate.fyi, GoodTime, and ModernLoop are specifically designed to handle complex, multi-stage panel loops” Gemini 3.5 Flash · scale prompt · first choice
“For complex panels, frequent rescheduling, or lots of recruiting coordination, compare GoodTime and ModernLoop.” GPT-6 Luna · comparative prompt · first choice
Comparisons are drawn for the top eight products in each category, each against each. The output is the models' output; nothing here is a recommendation by the index.